Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization
The official codes of our CVPR2022 paper: Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization One Sentence Summary: EFDM outperforms AdaIN, which only matches first and second order statistics, by implicitly matching high orders statistics in an efficient manner. Fig.1: AdaIN vs. histogram matching vs. EFDM via Sort-matching. A brief introduction:Many real-world tasks (e.g., Arbitrary Style Transfer and Domain Generalizaiton) can be cast as a feature distribution matching problem.With the assumption of Gaussian feature distribution, conventional feature […]
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